The International Journal of Innovative Research in Computer and Communication Engineering
Spoofing attack which easily attack the network and reduce the performance of the network. In this paper, spoofing attacks are detected, finding the number of attackers that masquerade the node identity, localizing all the attackers node and calculate the speed of a node, by using RSS (Received Signal Strength) for spoofing detection. The number of attacker is determined by cluster-based method. Support Vector Machines (SVM) is to improve the accuracy of finding number of attackers. Evaluate the authors' method in two real office, an 802.11 (Wi-Fi) network and an 802.15.4 (ZigBee) network.